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AIoT-Enabled Smart Grids: Advancing Energy Efficiency and Renewable Energy Integration

  • Fadele Ayotunde Alaba,
  • Usman Sani,
  • Emmanuel Gbenga Dada,
  • Baydaa Hashim Mohammed

摘要

The SDGs cover a wide range of issues, including poverty eradication, hunger, health, education, gender equality, clean water and sanitation, affordable and clean energy, decent work, industry and innovation, climate action, life below water, life on land, peace, and justice, and strong institutions, among others. Each goal has specific targets and indicators to track progress. Integrating AI (AI) and the Internet of Things (IoT) has revolutionized various industries, including the energy sector. This chapter explores the potential of AIoT-enabled smart grids in enhancing energy efficiency and integrating renewable energy sources. The synergy of AI and IoT technologies enables smart grids to dynamically adapt to changing energy demands and optimize energy distribution, contributing to a more sustainable and resilient energy landscape. The chapter presents a conceptual framework for AIoT-enabled smart grids, detailing components and design considerations for integrating AI algorithms with IoT devices in energy management. AIoT can advance energy efficiency through demand response, load management, and real-time data analysis. It also discusses integrating renewable energy sources, enabling accurate forecasting, optimization of renewable energy generation, and smart grid control to maintain grid stability. The chapter also addresses challenges and security concerns associated with AIoT in the energy sector, including technical challenges, data privacy, and cybersecurity considerations. Mitigation strategies and best practices for ensuring reliable operations are presented. Future trends and innovations in AI algorithms, edge computing, and the potential impact of 5G on AIoT-enabled smart grids are also discussed. Policy implications and regulatory frameworks are also discussed, emphasizing the need for a conducive environment to foster AIoT adoption in smart grids. In conclusion, this chapter highlights the significance of AIoT in transforming the energy sector and achieving energy efficiency and renewable energy integration goals. By harnessing the power of AI and IoT technologies, smart grids can pave the way for a sustainable and greener future. Recommendations for further research and implementation are provided, encouraging stakeholders to embrace AIoT as a key enabler for sustainable energy solutions.